fix weird bug about web content

fix content issue

fix some format issue

Remove duplicate sentences and Benchmark section

Rearrange text per user request

Add PNGs with LFS tracking

demo site made by gemini 3.1 pro v1

Duplicate from gradio-templates/leaderboard